Innovative concepts for newborn pain based systems with Hu moment and similar classifier
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Trans Tech Publications Inc.
2014
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my.unimap-347162014-05-25T07:39:00Z Innovative concepts for newborn pain based systems with Hu moment and similar classifier Muhammad Naufal, Mansor Mohd Nazri, Rejab apairia@yahoo.com nazri_554@yahoo.com Hu moment Infant pain Similar classifier Link to publisher's homepage at http://www.ttp.net/ Image analysis of infant pain has been proven to be an excellent tool in the area of automatic detection of pathological status of an infant. This paper investigates the application of parameter weighting for invariant moments to provide the robust representation of infant pain images. Two classes of infant images were considered such as normal images, and babies in pain. A Similar Classifier is suggested to classify the infant images into normal and pathological images. Similar Classifier is trained with different spread factor or smoothing parameter to obtain better classification accuracy. The experimental results demonstrate that the suggested features and classification algorithms give very promising classification accuracy of above 89.54% and it expounds that the suggested method can be used to help medical professionals for diagnosing pathological status of an infant from face images. 2014-05-25T07:39:00Z 2014-05-25T07:39:00Z 2014 Article Applied Mechanics and Materials, vol.475-476, 2014, pages 1098-1103 1662-7482 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34716 http://www.scientific.net/AMM.475-476.1098 10.4028/www.scientific.net/AMM.475-476.1098 en Trans Tech Publications Inc. |
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Hu moment Infant pain Similar classifier |
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Hu moment Infant pain Similar classifier Muhammad Naufal, Mansor Mohd Nazri, Rejab Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| description |
Link to publisher's homepage at http://www.ttp.net/ |
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apairia@yahoo.com |
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apairia@yahoo.com Muhammad Naufal, Mansor Mohd Nazri, Rejab |
| format |
Article |
| author |
Muhammad Naufal, Mansor Mohd Nazri, Rejab |
| author_sort |
Muhammad Naufal, Mansor |
| title |
Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| title_short |
Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| title_full |
Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| title_fullStr |
Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| title_full_unstemmed |
Innovative concepts for newborn pain based systems with Hu moment and similar classifier |
| title_sort |
innovative concepts for newborn pain based systems with hu moment and similar classifier |
| publisher |
Trans Tech Publications Inc. |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/34716 |
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1643797567637553152 |